{"id":"W2106529203","doi":"10.1016/j.pt.2014.10.004","title":"Malaria parasites prepare for flight","year":2014,"lang":"en","type":"article","venue":"Trends in Parasitology","topic":"Malaria Research and Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Malaria; Multicellular organism; Transmission (telecommunications); Biology; Ecology; Disease transmission; Plasmodium (life cycle); Parasite hosting; Virology; Computer science; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009551989,0.0006866234,0.0003008629,0.0006030693,0.002413802,0.002899072,0.0004751228,0.0019848,0.06709029],"category_scores_gemma":[0.002059386,0.0001935211,0.000457034,0.000250845,0.002076237,0.002087313,0.002722346,0.003434288,0.02163734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009116251,"about_ca_system_score_gemma":0.001930518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724436,"about_ca_topic_score_gemma":0.005583556,"domain_scores_codex":[0.9994561,0.0001138119,0.00001573902,0.00004983989,0.0001130715,0.0002513911],"domain_scores_gemma":[0.9989285,0.00004347263,0.0001041331,0.000065989,0.0001846135,0.0006733811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002054468,0.0001174745,0.01076378,0.0002707349,0.00006373513,0.0004833779,0.002066564,0.0001834507,0.0060515,0.03818046,0.8295262,0.1120873],"study_design_scores_gemma":[0.0000409842,0.000320961,0.01426289,0.0002350446,0.00002485165,0.000310788,0.005589089,0.00007895391,0.0005480833,0.01102214,0.9675418,0.0000242209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.08246167,0.01824554,0.005768859,0.3839721,0.05176137,0.0002573504,0.001470517,0.001297522,0.4547651],"genre_scores_gemma":[0.5720128,0.01570985,0.006557014,0.1035473,0.01843101,0.0001795096,0.001667774,0.0003420647,0.2815527],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06709029,"threshold_uncertainty_score":0.2244394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196813557717545,"score_gpt":0.374313794277739,"score_spread":0.3523456587005635,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}